City operations at night — lighting and roads
Municipal Governments & Public Works

Real-time infrastructure intelligence for safer, cleaner, and more efficient streets — day & night.

Leverage crowdsourced mobile Street-View and AI analytics to detect issues early, prioritize maintenance, and integrate up-to-date visuals and asset data directly into your GIS and work-order systems.

Streetlight & Lighting Analytics Road & Signage Condition Cleanliness / Blight Detection Permits & Construction Oversight

24/7

Day & night visibility

≤ 7d

Typical refresh cycles

90%+

Auto-detected asset accuracy*

API

Plug into GIS/CMMS

*Depends on asset type and local conditions; validation samples provided.

Public Lighting Management

Detect malfunctioning or flickering streetlights, measure brightness, and generate dark-zone maps to improve safety and energy efficiency.

Road & Infrastructure Maintenance

Identify potholes, faded markings, and damaged signs for targeted repair — with change-detection timelines to prove impact.

Urban Cleanliness & Aesthetics

Surface graffiti, illegal dumping, or cluttered zones to support cleanliness audits and rapid response.

Public Lighting Management

Detect malfunctioning or flickering streetlights, measure brightness, and generate dark-zone maps to improve safety and energy efficiency.

  • Streetlight ON/OFF state at night
  • Lumens / visibility scoring
  • Priority lists for maintenance routes
Streetlight monitoring at night
Road & signage condition monitoring

Road & Infrastructure Maintenance

Identify potholes, faded markings, and damaged signs for targeted repair — with change-detection timelines to prove impact.

  • Pothole/crack detection and severity tags
  • Faded paint & sign obstruction alerts
  • Before/after evidence for contractors

Urban Cleanliness & Aesthetics

Surface graffiti, illegal dumping, or cluttered zones to support cleanliness audits and rapid response.

  • Heatmaps of recurring hotspots
  • Photo evidence bundles
  • Integrations for 311 / citizen reports
Cleanliness and blight detection
Construction and permit oversight

Construction & Permit Oversight

Monitor ongoing public or private works to ensure compliance, minimize disruption, and validate milestones.

  • Scaffolding & lane closure detection
  • Access and signage compliance
  • Automated photo logs per project area

What municipalities receive

AI-tagged asset maps

Up-to-date inventories for streetlights, signage, and road furniture.

Condition indices & trends

Quantified road wear, visibility, and cleanliness indicators.

APIs for GIS/CMMS

GeoJSON/CSV/REST endpoints for Esri, QGIS, and work-order tools.

Evidence-ready reporting

Photo bundles and change timelines to close work orders with proof.

Turn your city into a living, AI-updated map.

Schedule a demo and see your corridors, assets, and hotspots with day & night analytics.

Request a Demo